Python
Introduction
Programming language dominant in Machine Learning. In Python everything is an object.
Types
Primitive types are Integers, Float, String, Boolean.
Non-primitive data structures are List, Tuple, Dictionary, Set. Time complexity for these are posted here.
Standard library
Strings
Math
Random
File management
Object-oriented programming
Functional programming
Libraries
- JAX
- PyTorch
- pytest
- matplotlib